As the Pentagon throttles back on weapons spending, it is confronting a delicate question: Will its contractors be able to supply those arms quickly if it needs them again?

Since the Navy in January proposed ending production of new Tomahawk cruise missiles in 2017, manufacturer Raytheon Co. and its allies have peppered Congress with warnings that the move will do lasting damage to the industry supply chain that will be difficult—and costly—to reverse.